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AI knows more than any human ever will. But knowing isn't understanding. We build the technology that lets machines read situations — not just process data — so they can work, decide, and collaborate the way humans do.
A brief introduction to Situational AI and why it matters.
AI has the intelligence. What it lacks is experience — the accumulated judgment of how your world actually works. A brilliant new hire with a photographic memory still needs to learn your business, your customers, your processes, your judgment calls. We build the cognitive architecture that gives AI that experience. Read why this matters →
Not per-session context that vanishes. Structured situation cards that encode how to recognize, respond, and coordinate — and persist across days, months, and teams.
Your 20 years of "when X happens, do Y" — encoded as guardrails, risk levels, and action priorities. The AI doesn't discover judgment from scratch each time. It's already there.
We don't compete with LLMs — we use them. We don't wire agents together — they discover each other's services and coordinate autonomously. Not smarter AI. Operationally competent AI.
Every human decision starts by reading the situation. Our cognitive model encodes situations as the fundamental unit — detection, judgment, and action in one structure.
Not waiting to be asked. Continuously sensing signals — from conversations, events, timers, data changes — and recognizing what situation is unfolding.
The same event can mean different things in different contexts. A missed call from a new lead vs. a loyal customer triggers entirely different responses — automatically.
Not every detection requires action. The model decides when to act autonomously, when to ask a human, and when to wait — based on risk, confidence, and context.
Situations don't live in one agent. They span teams. Our service model lets agents discover each other's capabilities and coordinate — like employees who know who to call.
Every situation detected, every action taken, every outcome observed feeds back. The model gets sharper over time — not through retraining, but through experience.
Thoughts, research, and updates from the Situational AI team.
GPT is the smartest person in the room. But smart isn't the same as competent. Here's what's actually missing.
Read more →Why we believe context-aware intelligence is the next frontier in AI — and what we're building to get there.
Read more →How environmental awareness transforms AI from a tool into a true collaborator.
Read more →Interested in Situational AI? We'd love to hear from you.
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